MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29851 |
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
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| 29852 |
The Investor Hat Shop
Claim
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
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| 29853 |
aishelf-mcp-server
Claim
MCP server for AIShelf - allows AI model to choose workflows, rules, skills, an…
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| 29854 |
SecureMCP
Claim
SecureMCP is a security auditing tool designed to detect vulnerabilities and mi…
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| 29855 |
MCP server for academic literature databases (arXiv, DBLP) to accelerate resear…
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| 29856 |
MCP-Trust-Kit
Claim
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
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| 29857 |
mcp-midjourney
Claim
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| 29858 |
Hyperplexity
Claim
# Hyperplexity — AI Research Tables with Citations and Confidence Scores
**Tur…
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| 29859 |
RealTest MCP Server
Claim
Provides structured access to RealTest backtesting documentation and example sc…
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| 29860 |
nahdd123
Claim
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| 29861 |
monarch-mcp
Claim
Provides an MCP server for querying and managing Monarch Money personal finance…
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| 29862 |
treasury-mcp
Claim
An MCP server that enables AI agents to query real-time Bitcoin network intelli…
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| 29863 | — | |||||||||
| 29864 |
Salesforce MCP Server
Claim
A FastAPI-based MCP server designed for Salesforce Agentforce Registry integrat…
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| 29865 |
Mila
Claim
Create and manage documents, spreadsheets, and presentations from your AI assis…
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| 29866 |
tradingale-mcp
Claim
Martingale Intelligence for AI trading agents. Provides proprietary scores and …
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| 29867 |
siloah-travel-mcp
Claim
Search 70,000+ cruise voyages, 678 ships, and 62 cruise lines worldwide. No API…
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| 29868 |
forgespec-mcp
Claim
Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for …
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| 29869 |
LineWhiz
Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
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| 29870 |
EXIF Extractor
Claim
Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …
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| 29871 |
dynadot
Claim
MCP server for Dynadot domain registrar — domain search, registration, DNS, and…
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| 29872 |
PyP6Xer MCP Server
Claim
Enables AI assistants to analyze Primavera P6 XER files for insights into criti…
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| 29873 |
Pine Script v6 documentation lookup, function validation, and linting for AI co…
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| 29874 |
ActiveCollab MCP Server
Claim
A local Model Context Protocol server that enables secure interaction with self…
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| 29875 |
Slideforge
Claim
Generate consulting-quality PowerPoint slides via AI. Real .pptx files, not web…
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| 29876 |
rate-limit-manager
Claim
Prevents your agent from hitting API rate limits mid-task. Submit a request and…
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| 29877 |
Enables Claude to interact with WhatsApp Business for reading, searching, and s…
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| 29878 |
Computer-mcp
Claim
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| 29879 |
mcp-flux-pro
Claim
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| 29880 |
mcp-veo
Claim
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| 29881 |
PopUp Organizer
Claim
Read-only MCP server for PopUp — search vendors, manage events, and track appli…
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| 29882 |
gaproll
Claim
EU Directive 2023/970 (Pay Transparency) compliance tools for Polish employers.…
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| 29883 |
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
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| 29884 |
imscc-mcp
Claim
An MCP server that enables the creation of Canvas Common Cartridge (.imscc) pac…
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| 29885 |
MCP Gateway
Claim
A secure bridge that allows Large Language Models (LLMs) to interact with corpo…
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| 29886 |
wheretohit
Claim
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| 29887 |
Weather MCP Server
Claim
Enables weather data retrieval and analysis through an MCP server interface wit…
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| 29888 |
AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
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| 29889 |
vsfclubnew5
Claim
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| 29890 |
jobswithgpt
Claim
jobswithgpt
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| 29891 |
A Model Context Protocol server adapted for Google Cloud Platform that enables …
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| 29892 |
Debug any supported language with breakpoints, variable/state inspection, and s…
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| 29893 |
MCP server for Anymail Finder API - find and verify email addresses via AI assi…
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| 29894 |
Axom MCP Server
Claim
Provides persistent SQLite-based memory and unified tool abstraction for AI age…
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| 29895 |
nesto-staging
Claim
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| 29896 |
mcp-proxy
Claim
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| 29897 |
google-search-console
Claim
Google Search Console MCP server — search analytics, URL inspection, and sitema…
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| 29898 |
r234
Claim
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| 29899 |
i18n
Claim
Locale detect, translations, plurals for AI agents
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| 29900 |
AgentLair
Claim
Give AI agents a real @agentlair.dev email address and encrypted vault. Send/re…
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